Almost four years ago, LinkedIn's Site Reliability Engineering (SRE) team began the arduous task of transitioning its metrics gathering infrastructure from a slow, labor-intensive system to the robust metrics pipeline which is still in place today: Autometrics. The self-service nature of Autometrics was a boon to LinkedIn SREs and software engineers alike,...